review-code

Review code changes for design, correctness, and security with priority-tagged findings.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/JonusNattapong/agenttalk-mcp --skill review-code-jonusnattapong
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: review-code
Source: https://github.com/JonusNattapong/agenttalk-mcp/tree/main/src/skills/devkit/review-code
Command: npx skills add https://github.com/JonusNattapong/agenttalk-mcp --skill review-code-jonusnattapong

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the review of code changes, prioritizing issues and grounding each finding in the code itself.

Core Features & Use Cases

  • Code Health Analysis: Reviews PRs and diffs for design, correctness, and security.
  • Prioritized Review: Ensures high-priority issues are addressed first, with each finding severity-tagged.
  • Use Case: Utilize this Skill before merging code changes to ensure the codebase's health.

Quick Start

Run the review-code skill on the latest PR: review-code pr-latest

Frequently Asked Questions about review-code

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I review a pull request for code health and security issues?

To review a pull request for code health, you can run the review-code skill on your latest PR. It analyzes diffs to identify design, correctness, and security issues, then tags each finding by severity so high-priority problems are addressed first before merging.

What is automated PR analysis and how does it prioritize code review findings?

Automated PR analysis evaluates code changes for design, correctness, and security flaws. This review process grounds each finding directly in the codebase and assigns severity tags, ensuring that the most critical issues are surfaced and addressed before lower-priority suggestions.

Can I use this code review tool to analyze diffs without full repository access?

No, performing thorough code review and PR analysis requires access to the codebase and knowledge of the project's security model. Grounding findings in the actual code and assessing correctness accurately depends on having full contextual access to the repository structure.

Does automated PR review work for identifying security vulnerabilities in my code changes?

Yes, automated PR review explicitly checks code changes for security vulnerabilities. By analyzing the diff against the project's known security model, it identifies potential security flaws and tags them as priority issues to ensure they are resolved before the code is merged.

What's the best way to ensure code correctness before merging pull requests?

The best way to ensure code correctness before merging is to run an automated review on the PR diff. This process evaluates the changes for design flaws and correctness issues, tagging findings by priority so you can systematically resolve high-severity problems first.

What are the limitations of automated code health analysis for pull requests?

Automated code health analysis for pull requests requires direct access to the codebase and an understanding of the project's security model to function accurately. Without this context, the review cannot effectively ground its findings or properly assess design and correctness issues.